David found the book in his local library, tucked away in the "Local Interest" section. He was shocked, initially, but then a strange sort of exhilaration took hold. "David Miller: A Life in Progress," the spine announced. The cover photo was of him, taken during his university days.

He checked the author's name, someone he’d never heard of. He borrowed the book, his hands slightly clammy with a sudden burst of energy. He took it home and poured himself a celebratory scotch.

As he read, he was captivated by the writer’s perspective. He found himself chuckling at the writer's take on his childhood. A strange sort of happiness washed over him. He felt… well, he felt rather good. He had to keep reminding himself to breathe.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401